Practitioner notes on B2B SEO, search strategy, and AI tooling.
AI SEO and GEO are real — but they are not a replacement for traditional SEO. Here's what's actually happening under the hood, and why your Google ranking still determines everything.
I watched two marketers debate Generative Engine Optimization against traditional SEO. Most of it lined up with what I already believe about AI search — here are the four points that stuck, with the data to back them up.
Read →If someone sold you an EEAT checker — or you're about to buy one — save your money. EEAT is real and it matters, but it isn't a score Google assigns, and no tool can measure it. Here's what's actually going on.
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The AI search story for B2B businesses is different from what's hitting consumer brands. In one specific way, you're more exposed than most agencies are telling you.
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Google said llms.txt doesn't matter for search. They also put it in their agentic search documentation. Both things are true — and they are talking about different things entirely.
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Tools that track your brand in ChatGPT and Perplexity are genuinely useful. But the methodology behind all of them has a problem that most reviews don't mention — and it determines how much you should trust the number they give you.
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You asked ChatGPT about your industry and your company didn't come up. Before assuming you need a GEO strategy, you need to understand how LLMs actually know things — and why the answer almost always comes back to SEO.
Read →B2B SEO strategy, delivered directly. No account managers, no delay.